From AI experiments to AI operations.
Fractional AI engineering that builds what works — and makes it stick.
Agentic AI workflows. AI-powered apps. We embed alongside your team to prototype fast, integrate properly, and drive adoption that delivers real results.
Started your AI journey but got stuck?
You're not alone. We often see early enthusiasm stall for these reasons — and we're here to help you move forward.
Scattered experiments
Your team's already using ChatGPT, Copilot, maybe a custom prompt or two. But the wins are isolated — locked in someone's browser or buried in a Teams thread.
No clear path forward
You know AI can do more than answer questions. But turning today's experiments into tomorrow's workflows? That's where things get stuck.
Scaling feels risky
Moving from personal productivity hacks to team-wide tools raises real questions — about security, reliability, and whether anyone will actually use them.
You're leaving 10 hours a week on the table.
Automate the grind
Filing, chasing, reporting — handled.
Second brain
Your deals and docs, instantly searchable.
Fully connected
Your systems, your data, working together.
Stop prompting. Start operating.
Fractional AI implementation support
Two ways we help you get unstuck
You've started experimenting. Now you need hands-on help to turn those experiments into something real.
Agentic automation
Forget simple if-then workflows. We stitch your systems together with AI agents that reason, adapt, and act. By embedding LLMs into your processes, you get real intelligence — not just automation, but orchestration that learns.
Examples: Email triage, document processing, approvals routing, multi-system orchestration.
Rapid prototyping & productionisation
We coach your team on vibe coding — using AI tools to build working prototypes fast. Then we take what you've built and turn it into enterprise-grade applications for your back office and operations.
Examples: Internal tools, ops dashboards, knowledge retrieval systems, workflow apps.
The biggest risk? Not experimenting.
AI has made it cheaper than ever to trial new approaches. With embedded implementation support, you make progress without a massive commitment. Start small, prove ROI, then scale.
Discover
We identify where AI will create the most value in your current workflows
Prototype
Working agents or apps in days, tested with real documents and users
Integrate
Embedded into your systems with proper controls, access boundaries, and ownership
Adopt
Training, change management, and clear communication — so it becomes how the team works, not another tool gathering dust
First working prototype in 2 weeks. Low cost. Low risk. Real results.
Use cases we help to implement
Email-to-Deal Room
Inbound emails automatically classified, extracted, and filed
Document Triage
New documents read, key data extracted, gaps flagged
Meeting-to-Actions
Transcripts turned into action items with owners and deadlines
Pipeline Screening
New opportunities scored against your investment criteria
Reporting Automation
Data pulled, packs assembled, ready for review
Knowledge Retrieval
Past deals and documents searchable by question, not filename
These aren't demos. They're workflows teams rely on daily.
Enterprise-Grade Security by Design
We don't just build AI; we build a Sovereign AI Stack inside your existing Microsoft Tenant. Your data never leaves your control.
Built for security-conscious Private Equity and Banking firms
Why teams work with us
QuantSpark has more than a decade working with Private Equity and PE-backed businesses to drive value creation through analytics and AI. We know our stuff.
Consultants who build — strategy and engineering under one roof
Battle-tested in PE, banking, and operational environments
Microsoft 365 native — we work where your team works
Adoption built in — not bolted on
Skip the hiring. Skip the big project. Just start.
Embedded support that scales with you. Low risk, high impact — we partner with your team to make AI work, without the overhead.
Zephyr
Advisory
Like a fractional AI NED — a sounding board for strategy, backed by QuantSpark CEO Adam Hadley.
- Monthly AI clinics and office hours
- Guidance on safe and effective use
- Light prototype support
- Access to templates and playbooks
What happens on a discovery call
We've done this enough times that 30 minutes is usually all we need to give you a clear roadmap.
We listen
Tell us what you're experimenting with, what's working, and where you're stuck. We'll ask questions to understand your workflows and team.
We identify opportunities
Based on what you share, we'll pinpoint 1-2 high-value candidates — whether that's an agentic workflow or a custom app.
We outline a path
You'll leave with a clear view of what's possible, what it would take, and whether it makes sense to prototype together.
Frequently asked questions
Let's talk about what you're building
Tell us what you're experimenting with. We'll show you the fastest path to something your whole team uses.